OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT, min (total: 2)

x	y	z	a	RESULT
918.9635496586561	-470.8291292190552	941.6276756674051	-955.9185560792685	-28606723.7635155

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
x	range	-1000	1000	float	No
y	range	-1000	1000	float	No
z	range	-1000	1000	float	No
a	range	-1000	1000	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-05-06 07:10:32 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -28606723.7635155, finishing jobs, finished 1 job

Git-Version

Commit: 6efe9b5645abb6a4e0471dd42a96833aed7eb7e7 (9290-2-g6efe9b564)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1778051411,2,d273ea2b-600e-4a86-9cf1-a061cf989f50,1778051413,1778051419,6,.tests/optimization_example_all_float  --x=-80.41900396347045898438 --y=387.0389461517333984375 --z=-632.0259571075439453125 --a=613.25585842132568359375,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-9301422.7613721601665019989013671875,-80.419003963470458984375,387.0389461517333984375,-632.0259571075439453125,613.25585842132568359375
1,1778051422,2,d273ea2b-600e-4a86-9cf1-a061cf989f50,1778051424,1778051430,6,.tests/optimization_example_all_float  --x=918.96354965865612030029 --y=-470.82912921905517578125 --z=941.627675667405128479 --a=-955.91855607926845550537,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-28606723.7635154984891414642333984375,918.96354965865612030029296875,-470.82912921905517578125,941.62767566740512847900390625,-955.91855607926845550537109375


========================================================================

Current git-hash: 6efe9b5645abb6a4e0471dd42a96833aed7eb7e7 (last fully tested stable version 2 commits ago [997d0a84c9f3676ab83077d5b431c1fe7626cc5c, 9290])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 07:10:09] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Run-UUID: eadf3b82-172e-42e3-ba26-c5bf0f9fe63d
  _____              _  _____             ______  
 / ___ \            (_)/ ___ \       _   (_____ \ 
| |   | |____  ____  _| |   | |____ | |_   ____) )
| |   | |    \|  _ \| | |   | |  _ \|  _) /_____/ 
| |___| | | | | | | | | |___| | | | | |__ _______ 
 \_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
                              |_|                 

omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=88 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: .tests/optimization_example_all_float  --x=%(x) --y=%(y) --z=%(z) --a=%(a)

Experiment parameters
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type  ┃ Lower bound ┃ Upper bound ┃ Type  ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x    │ range │ -1000       │ 1000        │ float │ No         │
│ y    │ range │ -1000       │ 1000        │ float │ No         │
│ z    │ range │ -1000       │ 1000        │ float │ No         │
│ a    │ range │ -1000       │ 1000        │ float │ No         │
└──────┴───────┴─────────────┴─────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x                 ┃ y                  ┃ z                 ┃ a                  ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 918.9635496586561 │ -470.8291292190552 │ 941.6276756674051 │ -955.9185560792685 │ -28606723.7635155 │
└───────────────────┴────────────────────┴───────────────────┴────────────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.465 │    1 │        0.465 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.245 │      │              │
│    Median │   0.245 │      │              │
│     Total │   0.489 │      │              │
│       Max │   0.465 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.119 │    1 │        0.119 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.094 │      │              │
│  Median │   0.094 │      │              │
│   Total │   0.188 │      │              │
│     Max │   0.119 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-06 07:10:11 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, Started OmniOpt2 run...
2026-05-06 07:10:11 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, getting new HP set (no sbatch)
2026-05-06 07:10:11 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-06 07:10:11 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, eval #1/1 start                    
2026-05-06 07:10:11 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, starting new job                   
2026-05-06 07:10:11 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, started new job                    
2026-05-06 07:10:20 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, new result: RESULT: -9301422.761372
2026-05-06 07:10:21 (d273ea2b-600e-4a86-9cf1-a061cf989f50): SOBOL, best RESULT: -9301422.76137216, finishing jobs, finished 1 job
2026-05-06 07:10:22 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -9301422.76137216, getting new HP set (no sbatch)
2026-05-06 07:10:22 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -9301422.76137216, requested 1 jobs, got 1, 0.47 s/job
2026-05-06 07:10:22 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -9301422.76137216, eval #1/1 start                    
2026-05-06 07:10:22 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -9301422.76137216, starting new job                   
2026-05-06 07:10:22 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -9301422.76137216, started new job                    
2026-05-06 07:10:31 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -9301422.76137216, new result: RESULT: -28606723.763515
2026-05-06 07:10:32 (d273ea2b-600e-4a86-9cf1-a061cf989f50): BOTORCH_MODULAR, best RESULT: -28606723.7635155, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.119 │    1 │        0.119 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.094 │      │              │
│  Median │   0.094 │      │              │
│   Total │   0.188 │      │              │
│     Max │   0.119 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.465 │    1 │        0.465 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.245 │      │              │
│    Median │   0.245 │      │              │
│     Total │   0.489 │      │              │
│       Max │   0.465 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK']]
experiment_name	example_all_float
mem_gb	4
parameter	[['x', 'range', '-1000', '1000', 'float'], ['y', 'range', '-1000', '1000', 'float'], ['z', 'range', '-1000', '1000', 'float'], ['a', 'range', '-1000',
	'1000', 'float']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BOTORCH_MODULAR
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/runner
exclude	None
main_process_gb	8
max_nr_of_zero_results	10
abbreviate_job_names	False
orchestrator_file	None
checkout_to_latest_tested_version	False
live_share	True
disable_tqdm	False
disable_previous_job_constraint	False
workdir
occ_type	euclid
result_names	['RESULT=min']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	True
revert_to_random_when_seemingly_exhausted	False
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	None
username	None
max_failed_jobs	None
num_cpus_main_job	None
calculate_pareto_front_of_job	[]
show_generate_time_table	True
force_choice_for_ranges	False
max_abandoned_retrial	20
share_password	None
dryrun	False
db_url	None
run_program_once	None
worker_generator_path	None
save_to_database	False
range_max_difference	1000000
skip_search	False
nr_evals_per_arm	1
dont_warm_start_refitting	False
refit_on_cv	False
fit_out_of_design	False
fit_abandoned	False
dont_jit_compile	False
num_restarts	20
raw_samples	1024
max_num_of_parallel_sruns	16
no_transform_inputs	False
no_normalize_y	False
transforms	[]
number_of_generators	1
num_parallel_jobs	1
worker_timeout	5
slurm_use_srun	False
time	60
partition	alpha
reservation	None
force_local_execution	False
slurm_signal_delay_s	0
nodes_per_job	1
cpus_per_task	1
account	None
gpus	0
dependency	None
run_mode	local
verbose	False
verbose_break_run_search_table	False
debug	False
flame_graph	False
memray	False
no_sleep	False
tests	False
show_worker_percentage_table_at_end	False
auto_exclude_defective_hosts	False
run_tests_that_fail_on_taurus	False
raise_in_eval	False
show_ram_every_n_seconds	0
show_generation_and_submission_sixel	False
just_return_defaults	False
prettyprint	False
runtime_debug	False
debug_stack_regex
debug_stack_trace_regex	None
show_func_name	False
beartype	False

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1778051409,741.12109375,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28606723.7635	-9301422.7614	-18954073.2624	9652650.5011	2
x	-80.419	918.9635	419.2723	499.6913	2
y	-470.8291	387.0389	-41.8951	428.934	2
z	-632.026	941.6277	154.8009	786.8268	2
a	-955.9186	613.2559	-171.3313	784.5872	2

submitit INFO (2026-05-06 07:10:11,919) - Starting with JobEnvironment(job_id=143669, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-06 07:10:11,919) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/143669/143669_submitted.pkl
Trial-Index: 0

Parameters: {"x": -80.41900396347046, "y": 387.0389461517334, "z": -632.025957107544, "a": 613.2558584213257}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-80.41900396347045898438 --y=387.0389461517333984375 --z=-632.0259571075439453125 --a=613.25585842132568359375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778048531.585664
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778050756.623501
Last modification: 1778048531.585664
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-80.41900396347045898438 --y=387.0389461517333984375 --z=-632.0259571075439453125 --a=613.25585842132568359375 
stdout:
 x: -80.41900396347045898438
y: 387.0389461517333984375
z: -632.0259571075439453125
a: 613.25585842132568359375
RESULT: -9301422.76137216

stderr was empty
Result: {'RESULT': -9301422.76137216}
Final-results: {'RESULT': -9301422.76137216}
EXIT_CODE: 0
submitit INFO (2026-05-06 07:10:19,431) - Job completed successfully
submitit INFO (2026-05-06 07:10:19,431) - Exiting after successful completion